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Real-Time Training Graph - API?

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Real-Time Training Graph - API?

When I am building a deep learning model, I'm having a hard-time getting real-time plots of the training metrics. I have tried loading tensorboard during the training, but I have to press the refresh button each time. 

One of my favorite features of DSS is that it provides a real-time plot of the training. Do you have tutorials on how to create those plots so we can view the training in real-time? Or is there an DSS API we can use to implement in our code to utilize those features in our notebook.

1 Reply
Dataiker
Dataiker

Hi,

If you train tensorflow models in code, I recommend using tensorboard with the custom "--reload_interval SECONDS" setting. By default this setting is at 30 seconds, you can lower it to get near real-time.

Best regards,

Alex